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Control Engineering Practice, ISSN 0967-0661, 11/2018, Volume 80, pp. 17 - 25
Both linear and nonlinear relationships may exist among process variables, and monitoring a process with such complex relationships among variables is... 
Nonlinear process monitoring | Fault detection | Randomized algorithm | Genetic algorithm | Parallel PCA–KPCA | DIAGNOSIS | PRINCIPAL COMPONENT ANALYSIS | Parallel PCA-KPCA | ALGORITHM | FAULT-DETECTION | AUTOMATION & CONTROL SYSTEMS | ENGINEERING, ELECTRICAL & ELECTRONIC | Case studies | Analysis | Algorithms
Journal Article
Journal Article
ACM Computing Surveys (CSUR), ISSN 0360-0300, 02/2013, Volume 45, Issue 2, pp. 1 - 40
A local algorithm is a distributed algorithm that runs in constant time, independently of the size of the network. Being highly scalable and fault tolerant,... 
Local algorithms | INDEPENDENT SET | Theory | RANDOMIZED PARALLEL ALGORITHM | AD HOC NETWORKS | UNIT DISK GRAPHS | VERTEX COVER | SPANNERS | DOMINATING SET | Algorithms | APPROXIMATION ALGORITHMS | CONSTRUCTION | COMPUTER SCIENCE, THEORY & METHODS | 2-APPROXIMATION ALGORITHM | Research | Distributions, Theory of (Functional analysis)
Journal Article
Proceedings of the 50th Annual ACM SIGACT Symposium on theory of computing, ISSN 0737-8017, 06/2018, pp. 457 - 470
One of the simplest problems on directed graphs is that of identifying the set of vertices reachable from a designated source vertex. This problem can be... 
shortcuts | Parallel algorithm | graph search | randomized algorithm | reachability | Shortcuts | Randomized algorithm | Graph search | Reachability
Conference Proceeding
SIAM Journal on Optimization, ISSN 1052-6234, 2015, Volume 25, Issue 4, pp. 1997 - 2023
Journal Article
Journal of the ACM (JACM), ISSN 0004-5411, 06/2019, Volume 66, Issue 3, pp. 1 - 28
Journal Article
Theoretical Computer Science, ISSN 0304-3975, 07/2012, Volume 444, pp. 87 - 99
We deal with the well studied allocation problem of assigning n balls to n bins so that the maximum number of balls assigned to the same bin is minimized. We... 
Balls and bins | Static randomized parallel load balancing algorithms | COMPUTER SCIENCE, THEORY & METHODS | Analysis | Algorithms
Journal Article
Australian & New Zealand Journal of Statistics, ISSN 1369-1473, 06/2019, Volume 61, Issue 2, pp. 134 - 151
Journal Article
Theoretical Computer Science, ISSN 0304-3975, 12/2018, Volume 751, pp. 24 - 45
Implicit graph algorithms deal with the characteristic function χ of the edge set E of a graph G=(V,E). Encoding the nodes by binary vectors, χ can be... 
Matching | Ordered Binary Decision Diagram | Almost k-wise independence | Randomized implicit algorithm | k-wise independence | Minimum spanning tree | SPACE COMPLEXITY | SET | SIZE | PARALLEL ALGORITHM | LOWER BOUNDS | TREE | CONSTRUCTIONS | COMPUTER SCIENCE, THEORY & METHODS | Algorithms
Journal Article
The Journal of Bone and Joint Surgery, ISSN 0021-9355, 10/2018, Volume 100, Issue 19, pp. 1682 - 1690
BACKGROUND:The purpose of this study was to estimate the incidence of reoperation and the effect of implant position on the risk of reoperation within 12... 
SURGERY | INTERNAL-FIXATION | ARTHROPLASTY | ALGORITHM | INTRACAPSULAR HIP-FRACTURES | BIPOLAR HEMIARTHROPLASTY | RADIOGRAPHIC ANALYSIS | RANDOMIZED CONTROLLED-TRIAL | ORTHOPEDICS | ELDERLY-PATIENTS | CANNULATED SCREWS
Journal Article
Journal of Parallel and Distributed Computing, ISSN 0743-7315, 2011, Volume 71, Issue 11, pp. 1427 - 1433
In this paper, 1 1 A preliminary version of this paper has been presented in HiPC 2008 Kundeti and Rajasekaran (2008) [8]. we present efficient algorithms for... 
Parallel disk model | Algorithms | Randomized algorithms | External memory | Massive data sets | Sorting | Disk sorting | COMPUTER SCIENCE, THEORY & METHODS | Analysis | Models | Asymptotic properties | Mathematical analysis | Product data management | Disks | Constants | Optimization
Journal Article
Information Processing Letters, ISSN 0020-0190, 12/2012, Volume 112, Issue 24, pp. 976 - 979
It is shown how one can improve the reliability bound of the parallel sorting algorithm of Rajasekaran and Sen (1992) [7] that sorts uniformly distributed... 
Integer sorting | Randomized algorithms | Uniformly distributed integers | Analysis of algorithms | Parallel algorithms | COMPUTER SCIENCE, INFORMATION SYSTEMS | Analysis | Algorithms | Integers | Probability theory | Keys | Data processing | Random access | Probabilistic methods | Processors | Sorting algorithms
Journal Article
SIAM Journal on Scientific Computing, ISSN 1064-8275, 2016, Volume 38, Issue 5, pp. S508 - S538
We design efficient and distributed-memory parallel randomized direct solvers for large structured dense linear systems, including a fully matrix-free version... 
Distributed memory | Tree structure | Randomized compression | Scalable algorithm | Matrix-free direct solver | HSS matrix | MATHEMATICS, APPLIED | FACTORIZATION | matrix-free direct solver | APPROXIMATION | tree structure | scalable algorithm | randomized compression | DECOMPOSITION | EQUATIONS | FAST ALGORITHMS | distributed memory | SEMISEPARABLE REPRESENTATIONS | SUPERFAST
Journal Article
Information Processing Letters, ISSN 0020-0190, 03/2012, Volume 112, Issue 7, pp. 277 - 281
In this note we introduce a new randomized algorithm for counting triangles in graphs. We show that under mild conditions, the estimate of our algorithm is... 
Concentration of measure